Journal Articles   

  • Robson, J., Aram, P., Nash, M.P., Bradley, C.P., Hayward, M., Taggart, P. Clayton, H.R., Kadirkamanathan, V. (2018). Spatio-temporal organization during ventricular fibrillation in the human heart. Annals of Biomedical Engineering.
  • Petkoski, S., Spiegler, A., Proix, T., Aram, P., Temprado, J., Jirsa, V. (2016). Heterogeneity of time delays determines synchronization of coupled oscillators. Physical Review E, 94 (1), b012209. doi: 10.1103/PhysRevE.94.012209.
  • Aram, P., Freestone, D. R. (2016). Estimation of the mixing kernel and the disturbance covariance in IDE-based spatiotemporal systems. Signal Processing, 121, 46-53. doi:10.1016/j.sigpro.2015.10.031.
  • Aram, P., Freestone, D. R., Cook, M.J., Kadirkamanathan, V., Grayden, D.B. (2015). Model-based estimation of intra-cortical connectivity using electrophysiological data. NeuroImage, 118, 563-575. doi:10.1016/j.neuroimage.2015.06.048 
  • Aram, P., Kadirkamanathan, V., Anderson, S. (2015). Spatiotemporal system identification with continuous-spatial-maps and sparse estimation, IEEE Transactions on Neural Networks and Learning Systems, 26(11), 2978-2983. doi:10.1109/TNNLS.2015.2392563
  • Aram, P., Shen, L., Pugh, J.A., Vaidyanathan, S., Kadirkamanathan, V. (2015). An efficient TOF-SIMS image analysis with spatial correlation and alternating non-negativity- constrained least squares, Bioinformatics, 31(5), 753-760. doi:10.1093/bioinformatics/btu734
  • Freestone, D. R., Karoly, P. J., Nesic, D., Aram, P., Cook, M. J., Grayden, D. B. (2014). Estimation of effective connectivity via data-driven neural modeling, Frontiers in Neuroscience, 8. doi:10.3389/fnins.2014.00383
  • Aram, P., Kadirkamanathan, V., Wilkinson, J. M. (2013). Use of Kernel-based Bayesian models to predict late osteolysis after hip replacement, Journal of the Royal Society Interface, 10 (88). doi:10.1098/rsif.2013.0678
  • Aram, P., Freestone, D. R., Dewar, M., Scerri, K., Jirsa, V., Grayden, D. B., Kadirkamanathan, V. (2013). Spatiotemporal multi-resolution approximation of the Amari type neural field model, NeuroImage, 66(3), 88-102. doi:10.1016/j.neuroimage.2012.10.039
  • Freestone, D. R., Aram, P., Dewar, M., Scerri, K., Grayden, D. B., Kadirkamanathan, V. (2011). A data-driven framework for neural field modeling. NeuroImage, 56(3), 1043-1058. doi:10.1016/j.neuroimage.2011.02.027

Book Chapters

  • Freestone, D. R., Kuhlmann, L., Chong, M.S., Nesic, D., Grayden, D.B., Aram, P., Postoyan, R., Cook, M.J. Patient-specific neural mass modeling - stochastic and deterministic methods, In Recent Advances in Predicting and Preventing Epileptic Seizures., Proceedings of the 5th International Workshop on Seizure Prediction, Eds. Lenhertz, K., Elger, C., Tetzlaff, R. doi:10.1142/9789814525350_0005

Conference Papers

  • Mercieca, J., Aram, P., Kadirkamanathan, V. Unscented Rauch-Tung- Striebel Smoothing for Nonlinear Descriptor Systems. European Control Conference, Linz, Austria, (2015). doi:1109/ECC.2015.7330591
  • Anderson, S., Aram, P., Bhattacharya, B., Kadirkamanathan, V. Analysis of composite plate dynamics using spatial maps of frequency-domain features described by Gaussian processes. Advances in Control and Optimization of Dynamical Systems, Kanpur, India, (2014). doi:10.3182/20140313-3-IN-3024.00122
  • Scerri, K., Dewar, M., Aram, P., Freestone, D. R, Kadirkamanathan V, Grayden, D.B. Balanced Reduction of an IDE-based spatio-temporal model [Link]. Computation Tools, Rome, Italy, (2011).

Conference Abstracts

  • Aram, P., Trela-Larsen, L., Sayers, A., Hills, A., Blom, A.W., McCloskey E.V., Kadirkamanathan, V., Wilkinson, J.M., An evaluation of survival modelling approaches for personalised risk prediction after hip replacement, British Hip Society Scientific Meeting,Derby, UK, (2018).
  • Aram, P., Trela-Larsen, L., Sayers, A., Blom, A.W., McCloskey E.V., Kadirkamanathan, V., Wilkinson, J.M. Towards a personalized risk calculator for patients undergoing knee replacements, 6th International Congress of Arthroplasty Registries,San Francisco, USA, (2017).
  • Aram, P., A., Hills, Trela-Larsen, L., Sayers, A., Blom, A.W., McCloskey E.V., Kadirkamanathan, V., Wilkinson, J.M. Developing a personalized decision aid for joint replacements: which survival model to choose?, British Orthopaedic Research Society, London (2017).
  • Trela-Larsen, L., Sayers, A., Aram, P., McCloskey E.V., Kadirkamanathan, V., Blom, A.W., Wilkinson, J.M. The effect of double counting in arthroplasty registers: bilateral procedures and the analysis of mortality, 6th International Congress of Arthroplasty Registries,San Francisco, USA, (2017).
  • Freestone, D. R., Aram, P., Cook, M.J., Kadirkamanathan, V., Grayden , D.B. Model- based estimation of intracortical connectivity, NeuroEng, The 7th Australian Workshop on Computational Neuroscience, Adelaide, Australia, (2014).
  • Jirsa, V. and Aram, P., On the mapping of the space-time structure of the Human Connectome, International Conference on Delayed Complex Systems, Palma de Mallorca, Spain, (2012).
  • Aram, P., Kadirkamanathan, V., Wilkinson, J.M. Intelligent Decision Support for Osteolysis Prediction, Annual British Hip Society Meeting, Norwich, UK, (2008).